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Data Mining and SSIS
A marriage made in heaven
(or Redmond at least)
Allan Mitchell
SQL Server MVP
Who am I
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SQL Server MVP
SQL Server Consultant
Joint author on Wrox Professional SSIS book
Worked with SQL Server since version 6.5
www.SQLDTS.com and www.SQLIS.com
Partner of SQL Know How
Today’s Schedule
• I only have 30 minutes !
• Why do they go well together
• How do they do it?
Why do they go well together?
• Easy
– SSIS moves and cleans data
– SSIS can manipulate heterogeneous data
– Data Mining requires clean data (duh!)
– Data Mining requires a given structure for the data
What do you get?
• Tasks
– Analysis Services Execute DDL Task
– Analysis Services Processing Task
– Data Mining Query Task
• Transformation
– Data Mining Query Transformation
– Term Extraction Transform
– Term Lookup Transform
• Destination
– Data Mining Model Training Destination
Analysis Services Execute DDL Task
• Allows you to run DDL statements against SSAS
• Includes Dropping, Creating, Altering DM objects
Analysis Services Processing Task
• Process objects on SSAS
• This includes your Mining Structures and models
Data Mining Query Task
• Query one or more mining models/structures
• Return singleton or flattened cellset
• Store results to table (OLE DB) or variable.
Data Mining Query Transform
• Perform a DM query against a model
• Return result into the pipeline
Text Mining Transforms
• Perform text based extractions/lookups against
pipeline data
• Uses Clustering and NLP underneath to do this
Mining Model Training Destination
• Take data from the pipeline and use it to train a
mining model.
Demos
Resources
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http://www.SQLServerDataMining.com
http://www.bogdancrivat.net/dm/
http://blogs.msdn.com/jamiemac/
http://social.msdn.microsoft.com/Forums/enUS/sqldatamining/threads/
Contact Details
[email protected]
Europe’s Premier
Community
SQL Server Conference
Up and coming events..
April 2009
Saturday/4-Belfast: DDD-Belfast
Tuesday/14-Glasgow: Two DBAs walk in to a room of Developers
Thursday/16–London: Using Spatial Data in SQL Server and Virtual Earth
Saturday/18-Reading: WebDD '09
Thursday/30-London: Compress your database with Hyperbac
May 2009
Saturday/2-Glasgow: Developer Day Scotland 2009
Thursday/21–London: SQL Server in the Cloud
Saturday/23-Taunton: DDD-South West
See SQLServerFAQ.com for more
details
Don’t forget
The clocks go forward tonight!
Its party time!
Coming up next in the Atrium:
Time to relax and let your hair down.
Rockband
Table football
Air Hockey
and more
We hope you had a great
conference!
See you at the next one in the
Autumn
Thank you